{"id":19769,"date":"2018-11-16T13:28:51","date_gmt":"2018-11-16T12:28:51","guid":{"rendered":"https:\/\/www.redanalysis.org\/?p=19769"},"modified":"2019-06-25T20:59:01","modified_gmt":"2019-06-25T18:59:01","slug":"evaluation-dun-signal-de-renseignement-artificiel-de-3-milliards-deuros-pour-lallemagne","status":"publish","type":"post","link":"https:\/\/redanalysis.org\/fr\/2018\/11\/16\/assessment-of-germany-3-billion-euros-for-artificial-intelligence-signal\/","title":{"rendered":"Evaluation de l'Allemagne : 3 milliards d'euros pour l'intelligence artificielle - Signal"},"content":{"rendered":"<div style=\"text-align: justify; background-color: #f6f5f5; border-top: 3px solid #ce0022; border-bottom: 3px solid #ce0022; padding: 0.5em; padding-bottom: 0em; margin-bottom: 20px;\">\n<h2><span style=\"color: #000000;\">Impact sur les enjeux et les incertitudes<\/span><\/h2>\n<p><span style=\"color: #ff0000;\"><span style=\"color: #333333;\"><strong><span style=\"color: #ff0000;\">Incertitude critique \u279a<\/span><\/strong>&nbsp;D\u00e9fi possible dans la course actuelle \u00e0 la puissance de l'IA pour les acteurs priv\u00e9s et publics - l'Allemagne riposte, mais la route \u00e0 suivre est comp\u00e9titive. L'\u00e9ventuelle rupture quantique de l'IA pourrait \u00eatre un choix strat\u00e9gique fructueux pour l'Allemagne, ainsi que pour la France <\/span><\/span><span style=\"color: #333333;\">et le Royaume-Uni (<\/span><span style=\"color: #333333;\">dans une perspective europ\u00e9enne g\u00e9ographique et historique).<\/span><\/p>\n<p><span style=\"color: #ff0000;\">\u279a\u279a<span style=\"color: #333333;\">&nbsp;&nbsp;Acc\u00e9l\u00e9rer l'expansion de l'IA<\/span><\/span><\/p>\n<p><span style=\"color: #ff0000;\"><span style=\"color: #333333;\"><span style=\"color: #ff0000;\">\u279a\u279a<\/span>&nbsp; Acc\u00e9l\u00e9rer l'\u00e9mergence du monde AI<\/span><\/span><\/p>\n<p><span style=\"color: #ff0000;\"><span style=\"color: #333333;\"><span style=\"color: #ff0000;\">\u279a\u279a<\/span>&nbsp;Augmentation des chances de voir les technologies quantiques avoir un impact sur l'IA (et vice versa)<\/span><span style=\"color: #2b2b2b;\"><br><\/span>\u279a\u279a<span style=\"color: #333333;\">&nbsp;&nbsp;<\/span><\/span>L'escalade de la course \u00e0 la puissance de l'intelligence artificielle dans le monde<br><span style=\"color: #ff0000;\">\u279a\u279a<span style=\"color: #333333;\">&nbsp;&nbsp;<\/span><\/span>Un d\u00e9fi croissant pour le reste du monde<\/p>\n<p><span style=\"color: #ff0000;\">\u279a<\/span>&nbsp;Potentiel d'escalade de la tension entre l'Europe, les \u00c9tats-Unis et la Chine<\/p>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><span style=\"font-size: 80%;\">Image en vedette : Drapeau allemand Pixabay et&nbsp;<a class=\"owner-name truncate\" title=\"Aller au photostream de Mike MacKenzie\" href=\"https:\/\/www.flickr.com\/photos\/mikemacmarketing\/\" data-track=\"attributionNameClick\" data-rapid_p=\"31\">Mike MacKenzie <\/a>sur <a href=\"https:\/\/www.flickr.com\/photos\/mikemacmarketing\/30212411048\" target=\"_blank\" rel=\"noopener noreferrer\">Flickr<\/a> - Image via&nbsp;<a href=\"https:\/\/www.vpnsrus.com\/\" rel=\"nofollow\" data-rapid_p=\"35\">www.vpnsrus.com<\/a> - (CC BY 2.0).<\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Faits et analyses<\/h2>\n\n\n\n<blockquote class=\"wp-block-quote pull alignright is-layout-flow wp-block-quote-is-layout-flow\"><p>Liens connexes<\/p><p>Notre s\u00e9rie en cours :&nbsp;<a href=\"https:\/\/redanalysis.org\/fr\/categorie\/intelligence-artificielle\/\" target=\"_blank\" rel=\"noopener noreferrer\">L'intelligence artificielle du futur - Un monde en puissance<\/a><\/p><p><a href=\"https:\/\/redanalysis.org\/fr\/2018\/06\/25\/intelligence-artificielle-informatique-puissance-g%c3%a9opolitique-2\/\" rel=\"bookmark\">Intelligence artificielle, puissance informatique et g\u00e9opolitique (2) <\/a>- (acc\u00e8s libre\/gratuit)<\/p><p><a href=\"https:\/\/redanalysis.org\/fr\/2018\/10\/15\/la-perturbation-quantique-%c3%a0-venir-intelligence-artificielle-et-g%c3%a9opolitique-1\/\" rel=\"bookmark\">Les bouleversements \u00e0 venir de l'informatique quantique, de l'intelligence artificielle et de la g\u00e9opolitique (1) -&nbsp;<\/a>(acc\u00e8s libre\/gratuit)<\/p><p><a href=\"https:\/\/redanalysis.org\/fr\/2018\/09\/24\/gagner-course-ordinateur-exascale-intelligence-artificielle-puissance-calcul-geopolitique\/\" rel=\"bookmark\">Gagner la course \u00e0 l'informatique \u00e0 l'\u00e9chelle industrielle - Intelligence artificielle, puissance de calcul et g\u00e9opolitique (4) -<\/a>prime\/membres seulement)<\/p><p><a href=\"https:\/\/redanalysis.org\/fr\/2018\/09\/10\/2-milliards-deuros-pour-le-signal-de-defense-de-la-prochaine-generation-dintelligence-artificielle\/\" rel=\"bookmark\">$2 Billion for Next Gen Artificial Intelligence for U.S. Defence - Signal-&nbsp;<\/a>(acc\u00e8s libre\/gratuit)<\/p><p><a href=\"https:\/\/redanalysis.org\/fr\/2018\/03\/26\/intelligence-artificielle-forces-conducteurs-et-enjeux\/\" target=\"_blank\" rel=\"noopener noreferrer\">Intelligence artificielle - Forces, moteurs et enjeux <\/a>(prime\/membres uniquement)<\/p><p><a href=\"https:\/\/redanalysis.org\/fr\/2018\/04\/23\/militarisation-intelligence-artificielle-chine-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">Militarisation de l'intelligence artificielle - Chine partie 1<\/a> et <a href=\"https:\/\/redanalysis.org\/fr\/2018\/05\/22\/militarisation-artificiel-intelligence-chine-2\/\" target=\"_blank\" rel=\"noopener noreferrer\">partie 2<\/a>&nbsp;(acc\u00e8s libre\/gratuit)<\/p><\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Le 14 novembre 2018, le gouvernement allemand a lanc\u00e9 sa nouvelle strat\u00e9gie num\u00e9rique (voir ci-dessous dans les sources). Dans cette strat\u00e9gie, on trouve le&nbsp;<em>Strategie K\u00fcnstliche Intelligenz, \"KI als Markenzeichen f\u00fcr Deutschland\" \/ \"KI made in Germany\".<\/em><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>\"La strat\u00e9gie d'intelligence artificielle (IA) est d'amener la recherche et le d\u00e9veloppement, et l'application de l'IA en Allemagne, \u00e0 un niveau de pointe dans le monde entier...\"<\/p><\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">Selon cette strat\u00e9gie, 3 milliards d'euros ($3,93 milliards) devraient \u00eatre investis d'ici 2025, allant notamment \u00e0 la recherche pour les fonds f\u00e9d\u00e9raux, tandis qu'un montant \u00e9quivalent devrait \u00eatre fourni par le secteur priv\u00e9. Si l'on compte que le plan dure plus de sept ans, cela se traduit par un montant pr\u00e9vu de 428 millions d'euros par an pour le financement public ($560 millions), et autant provenant des entreprises allemandes.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Le point positif est que cela souligne la cr\u00e9ation d'un cadre envisageant un complexe de recherche-industrie public-priv\u00e9 pour l'IA, comme il en existe aux \u00c9tats-Unis d'une mani\u00e8re assez similaire - mais plus large - au complexe militaro-industriel d'Eisenhower (<a href=\"http:\/\/avalon.law.yale.edu\/20th_century\/eisenhower001.asp\" target=\"_blank\" rel=\"noopener noreferrer\">Discours du complexe militaro-industriel<\/a>Dwight D. Eisenhower, 1961). En effet, compte tenu des caract\u00e9ristiques du d\u00e9veloppement de l'IA (en fait, \u00e0 l'heure actuelle, une IA \u00e9troite, ax\u00e9e sur l'apprentissage profond) en cette fin de la deuxi\u00e8me d\u00e9cennie du 21e si\u00e8cle, il serait vain de ne consid\u00e9rer que le financement public de l'IA, sans tenir compte \u00e9galement des acteurs priv\u00e9s.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pourtant, il faut rappeler que seule l'Agence des projets de recherche avanc\u00e9e (DARPA) du minist\u00e8re am\u00e9ricain de la d\u00e9fense a investi $2 milliards pour une campagne de programme pour la prochaine g\u00e9n\u00e9ration d'IA (<a href=\"https:\/\/redanalysis.org\/fr\/2018\/09\/10\/2-milliards-deuros-pour-le-signal-de-defense-de-la-prochaine-generation-dintelligence-artificielle\/\" rel=\"bookmark\">$2 Billion for Next Gen Artificial Intelligence for U.S. Defence - Signal<\/a>). L'\u00e9tude la plus r\u00e9cente du Service de recherche du Congr\u00e8s am\u00e9ricain \"<a href=\"https:\/\/fas.org\/sgp\/crs\/natsec\/R45178.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Intelligence artificielle et s\u00e9curit\u00e9 nationale<\/a>\u201d (26 avril 2018) a estim\u00e9 que les entreprises technologiques am\u00e9ricaines ont investi environ $20-$30 milliards en 2016, alors que \"l'investissement non classifi\u00e9 du DOD dans l'IA pour l'ann\u00e9e fiscale 2016 a totalis\u00e9 un peu plus de $600 millions\" (en utilisant respectivement McKinsey Global Institute, Artificial Intelligence, The Next Digital Frontier ?, juin 2017, pp. 4-6. et Govini, Department of Defense Artificial Intelligence, Big Data, and Cloud Taxonomy, 3 d\u00e9cembre 2017).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">La Chine, pour sa part, pr\u00e9voit d'investir $150 milliards dans le financement public de l'IA d'ici 2030 (CRS, Ibid.). Pendant ce temps, la soci\u00e9t\u00e9 chinoise BATX, parmi d'autres soci\u00e9t\u00e9s chinoises, investit massivement dans l'IA et est tr\u00e8s active.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Le montant pr\u00e9vu par l'Allemagne reste donc tr\u00e8s faible par rapport aux leaders de la course, la Chine et les \u00c9tats-Unis. Il est n\u00e9anmoins sup\u00e9rieur \u00e0 ce que pr\u00e9voit la France, \u00e0 savoir investir 1,5 milliard d'euros sur cinq ans (300 millions d'euros par an).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Entre-temps, l'Allemagne a r\u00e9ussi \u00e0 prendre la huiti\u00e8me place dans le monde des supercalculateurs <a href=\"https:\/\/www.top500.org\/lists\/2018\/11\/\" target=\"_blank\" rel=\"noopener noreferrer\">Liste des Top500 pour novembre 2018<\/a>ce qui est crucial si l'on veut \u00eatre un acteur s\u00e9rieux sur la sc\u00e8ne mondiale de l'IA (voir&nbsp;<a href=\"https:\/\/redanalysis.org\/fr\/2018\/06\/25\/intelligence-artificielle-informatique-puissance-g%c3%a9opolitique-2\/\" rel=\"bookmark\">Intelligence artificielle, puissance informatique et g\u00e9opolitique (2) <\/a>- acc\u00e8s libre\/ouvert). L'Allemagne dispose de 17 syst\u00e8mes de calcul haute performance (HPC)<em>, <\/em>et la France peut utiliser 18 syst\u00e8mes de ce type. En outre, les deux pays sont bien plac\u00e9s, par l'interm\u00e9diaire de l'UE, dans la course \u00e0 l'exasp\u00e9ration (<a href=\"https:\/\/redanalysis.org\/fr\/2018\/09\/24\/gagner-course-ordinateur-exascale-intelligence-artificielle-puissance-calcul-geopolitique\/\" rel=\"bookmark\">Gagner la course \u00e0 l'informatique \u00e0 l'\u00e9chelle industrielle - Intelligence artificielle, puissance de calcul et g\u00e9opolitique (4)<\/a>).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Enfin, si le financement et les investissements sont effectivement cruciaux, l'intelligence ne d\u00e9pend pas de la quantit\u00e9. En outre, les technologies quantiques sont un facteur tr\u00e8s perturbateur en termes d'IA, comme nous l'avons montr\u00e9 pr\u00e9c\u00e9demment (<a href=\"https:\/\/redanalysis.org\/fr\/2018\/09\/24\/gagner-course-ordinateur-exascale-intelligence-artificielle-puissance-calcul-geopolitique\/\" rel=\"bookmark\">Gagner la course \u00e0 l'informatique \u00e0 grande \u00e9chelle<\/a>... et&nbsp;<a href=\"https:\/\/redanalysis.org\/fr\/2018\/10\/15\/la-perturbation-quantique-%c3%a0-venir-intelligence-artificielle-et-g%c3%a9opolitique-1\/\" rel=\"bookmark\">Les bouleversements \u00e0 venir de l'informatique quantique, de l'intelligence artificielle et de la g\u00e9opolitique (1)<\/a> - acc\u00e8s libre\/ouvert. Et l\u00e0, l'Allemagne est en train de devenir le premier investisseur public (article \u00e0 venir), avec un financement public atteignant 262,5 millions d'euros par an ($301,24 millions) dans les syst\u00e8mes d'information quantiques (\"<a href=\"https:\/\/www.bmbf.de\/de\/quantentechnologien-7012.html\" target=\"_blank\" rel=\"noopener noreferrer\">Les technologies quantiques - de la recherche au march\u00e9<\/a>\", ao\u00fbt 2018). Les investissements priv\u00e9s doivent encore \u00eatre \u00e9valu\u00e9s.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">En cons\u00e9quence, la course \u00e0 l'Allemagne, ainsi qu'\u00e0 la France si nous adoptons une perspective plus europ\u00e9enne - \u00e0 laquelle il faut ajouter le Royaume-Uni malgr\u00e9 Brexit, car les liens historiques et g\u00e9ographiques resteront - sera tr\u00e8s probablement difficile, mais tout n'est pas perdu, loin de l\u00e0, compte tenu de l'environnement tr\u00e8s changeant et fluide. Des surprises sont certainement possibles.<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">Sources et signaux<\/h1>\n\n\n\n<blockquote class=\"embedly-card\" data-card-controls=\"0\"><h4><a href=\"https:\/\/www.bundesregierung.de\/breg-en\/chancellor\/the-digital-strategy-of-the-german-government-1550216\">La strat\u00e9gie num\u00e9rique du gouvernement allemand<\/a><\/h4><p>Le gouvernement allemand entend donner forme \u00e0 la r\u00e9volution num\u00e9rique et pr\u00e9parer au mieux le pays pour l'avenir. \u00c0 cette fin, le gouvernement a \u00e9labor\u00e9 un ensemble de mesures qui sont r\u00e9sum\u00e9es dans une strat\u00e9gie de mise en \u0153uvre.<\/p><\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\"><script async=\"\" src=\"\/\/cdn.embedly.com\/widgets\/platform.js\" charset=\"UTF-8\"><\/script><\/p>\n\n\n\n<blockquote class=\"embedly-card\" data-card-controls=\"0\"><h4><a href=\"https:\/\/www.bundesregierung.de\/breg-de\/aktuelles\/ki-als-markenzeichen-fuer-deutschland-1549732\">KI als Markenzeichen f\u00fcr Deutschland<\/a><\/h4><p>Le label \"KI made in Germany\" est un label international de qualit\u00e9 pour les produits KI modernes, sophistiqu\u00e9s et de grande qualit\u00e9 sur la base des standards europ\u00e9ens. Damit das gelingt, hat das Kabinett die von BMWi-Bundesministerium f\u00fcr Wirtschaft und Energie, BMBF und BMAS gemeinsam vorgelegte Strategie K\u00fcnstliche Intelligenz beschlossen.<\/p><\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\"><script async=\"\" src=\"\/\/cdn.embedly.com\/widgets\/platform.js\" charset=\"UTF-8\"><\/script><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a style=\"font-size: 20px; font-weight: bold; font-style: italic;\" href=\"https:\/\/www.dw.com\/en\/germany-launches-digital-strategy-to-become-artificial-intelligence-leader\/a-46298494\">L'Allemagne lance une strat\u00e9gie num\u00e9rique pour devenir le leader de l'intelligence artificielle | DW | 15.11.2018<\/a><\/p>\n\n\n\n<blockquote class=\"wp-block-quote embedly-card is-layout-flow wp-block-quote-is-layout-flow\"><p>\"Internet est un nouveau territoire\", a d\u00e9clar\u00e9 la chanceli\u00e8re allemande Angela Merkel en 2013. C'est un commentaire qui a suscit\u00e9 le ridicule, mais qui a en m\u00eame temps indiqu\u00e9 l'approche peu enthousiaste de l'Allemagne en mati\u00e8re de num\u00e9risation. Cinq ans plus tard, l'Allemagne a finalement rejoint le parti.\n<\/p><\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\"><script async=\"\" src=\"\/\/cdn.embedly.com\/widgets\/platform.js\" charset=\"UTF-8\"><\/script><\/p>","protected":false},"excerpt":{"rendered":"<div style=\"text-align: justify; background-color: #f6f5f5; border-top: 3px solid #ce0022; border-bottom: 3px solid #ce0022; padding: 0.5em; padding-bottom: 0em; margin-bottom: 20px;\">\n<h2><span style=\"color: #000000;\">Impact on Issues and Uncertainties<\/span><\/h2>\n<p><span style=\"color: #ff0000;\"><span style=\"color: #333333;\"><strong><span style=\"color: #ff0000;\">Critical Uncertainty \u279a<\/span><\/strong>&nbsp;Possible challenge in the current AI-power race for private and public actors alike &#8211; Germany strikes back, but the road ahead is competitive. The possible quantum disruption to AI might be one fruitful strategic choice for Germany, as well as for France <\/span><\/span><span style=\"color: #333333;\">and the UK (<\/span><span style=\"color: #333333;\">in a geographical and historical European perspective).<\/span><\/p>\n<p><span style=\"color: #ff0000;\">\u279a\u279a<span style=\"color: #333333;\">&nbsp;&nbsp;Accelerating expansion of AI<\/span><\/span><\/p>\n<p><span style=\"color: #ff0000;\"><span style=\"color: #333333;\"><span style=\"color: #ff0000;\">\u279a\u279a<\/span>&nbsp; Accelerating emergence of the AI-world<\/span><\/span><\/p>\n<p><span style=\"color: #ff0000;\"><span style=\"color: #333333;\"><span style=\"color: #ff0000;\">\u279a\u279a<\/span>&nbsp;Increased odds to see the quantum technologies impacting AI (and vice versa)<\/span><span style=\"color: #2b2b2b;\"><br \/><\/span>\u279a\u279a<span style=\"color: #333333;\">&nbsp;&nbsp;<\/span><\/span>Escalating global AI-power race<br \/><span style=\"color: #ff0000;\">\u279a\u279a<span style=\"color: #333333;\">&nbsp;&nbsp;<\/span><\/span>Rising challenge for the rest of the world to catch up<\/p>\n<p><span style=\"color: #ff0000;\">\u279a<\/span>&nbsp;Potential for escalating tension between Europe, the U.S. as well as China<\/p>\n<\/div>\n<p> [&#8230;.] <\/p>\n","protected":false},"author":1,"featured_media":19773,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[2568,2502,2544],"tags":[2177,1789,2560,2549],"class_list":["post-19769","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","category-europe","category-horizon-scanning-board","tag-ai","tag-featured","tag-open-access","tag-signal","entry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Assessment of Germany 3 billion euros for Artificial Intelligence - Signal &#8226; The Red Team Analysis Society<\/title>\n<meta name=\"description\" content=\"This article provides a first assessment of the German 3 billion euros funding for artificial intelligence in the global AI power-race.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/redanalysis.org\/fr\/2018\/11\/16\/evaluation-dun-signal-de-renseignement-artificiel-de-3-milliards-deuros-pour-lallemagne\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Assessment of Germany 3 billion euros for Artificial Intelligence - Signal &#8226; The Red Team Analysis Society\" \/>\n<meta property=\"og:description\" content=\"This article provides a first assessment of the German 3 billion euros funding for artificial intelligence in the global AI power-race.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/redanalysis.org\/fr\/2018\/11\/16\/evaluation-dun-signal-de-renseignement-artificiel-de-3-milliards-deuros-pour-lallemagne\/\" \/>\n<meta property=\"og:site_name\" content=\"The Red Team Analysis Society\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/pages\/Red-Team-Analysis\/341280995886057\" \/>\n<meta property=\"article:published_time\" content=\"2018-11-16T12:28:51+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2019-06-25T18:59:01+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/redanalysis.org\/wp-content\/uploads\/2018\/11\/germany-AI1038.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1038\" \/>\n\t<meta property=\"og:image:height\" content=\"676\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Dr Helene Lavoix (MSc PhD Lond)\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@HLavoix\" \/>\n<meta name=\"twitter:site\" content=\"@HLavoix\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Dr Helene Lavoix (MSc PhD Lond)\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/redanalysis.org\\\/2018\\\/11\\\/16\\\/assessment-of-germany-3-billion-euros-for-artificial-intelligence-signal\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/redanalysis.org\\\/2018\\\/11\\\/16\\\/assessment-of-germany-3-billion-euros-for-artificial-intelligence-signal\\\/\"},\"author\":{\"name\":\"Dr Helene Lavoix (MSc PhD Lond)\",\"@id\":\"https:\\\/\\\/redanalysis.org\\\/#\\\/schema\\\/person\\\/6886ef37ab2b2804bc70995f4ba653d4\"},\"headline\":\"Assessment of Germany 3 billion euros for Artificial Intelligence &#8211; Signal\",\"datePublished\":\"2018-11-16T12:28:51+00:00\",\"dateModified\":\"2019-06-25T18:59:01+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/redanalysis.org\\\/2018\\\/11\\\/16\\\/assessment-of-germany-3-billion-euros-for-artificial-intelligence-signal\\\/\"},\"wordCount\":1033,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/redanalysis.org\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/redanalysis.org\\\/2018\\\/11\\\/16\\\/assessment-of-germany-3-billion-euros-for-artificial-intelligence-signal\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/redanalysis.org\\\/wp-content\\\/uploads\\\/2018\\\/11\\\/germany-AI1038.jpg\",\"keywords\":[\"AI\",\"featured\",\"Open Access\",\"Signal\"],\"articleSection\":[\"Artificial Intelligence - Foreseeing the Future AI-powered World\",\"Europe\",\"Horizon Scanning Board\"],\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/redanalysis.org\\\/2018\\\/11\\\/16\\\/assessment-of-germany-3-billion-euros-for-artificial-intelligence-signal\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/redanalysis.org\\\/2018\\\/11\\\/16\\\/assessment-of-germany-3-billion-euros-for-artificial-intelligence-signal\\\/\",\"url\":\"https:\\\/\\\/redanalysis.org\\\/2018\\\/11\\\/16\\\/assessment-of-germany-3-billion-euros-for-artificial-intelligence-signal\\\/\",\"name\":\"Assessment of Germany 3 billion euros for Artificial Intelligence - Signal &#8226; The Red Team Analysis Society\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/redanalysis.org\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/redanalysis.org\\\/2018\\\/11\\\/16\\\/assessment-of-germany-3-billion-euros-for-artificial-intelligence-signal\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/redanalysis.org\\\/2018\\\/11\\\/16\\\/assessment-of-germany-3-billion-euros-for-artificial-intelligence-signal\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/redanalysis.org\\\/wp-content\\\/uploads\\\/2018\\\/11\\\/germany-AI1038.jpg\",\"datePublished\":\"2018-11-16T12:28:51+00:00\",\"dateModified\":\"2019-06-25T18:59:01+00:00\",\"description\":\"This article provides a first assessment of the German 3 billion euros funding for artificial intelligence in the global AI power-race.\",\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/redanalysis.org\\\/2018\\\/11\\\/16\\\/assessment-of-germany-3-billion-euros-for-artificial-intelligence-signal\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/redanalysis.org\\\/2018\\\/11\\\/16\\\/assessment-of-germany-3-billion-euros-for-artificial-intelligence-signal\\\/#primaryimage\",\"url\":\"https:\\\/\\\/redanalysis.org\\\/wp-content\\\/uploads\\\/2018\\\/11\\\/germany-AI1038.jpg\",\"contentUrl\":\"https:\\\/\\\/redanalysis.org\\\/wp-content\\\/uploads\\\/2018\\\/11\\\/germany-AI1038.jpg\",\"width\":1038,\"height\":676},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/redanalysis.org\\\/#website\",\"url\":\"https:\\\/\\\/redanalysis.org\\\/\",\"name\":\"The Red Team Analysis Society\",\"description\":\"Strategic Foresight &amp; Early Warning \uff65 Political &amp; Geopolitical Risk \u00b7 Scenarios\",\"publisher\":{\"@id\":\"https:\\\/\\\/redanalysis.org\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/redanalysis.org\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/redanalysis.org\\\/#organization\",\"name\":\"The Red Team Analysis Society\",\"url\":\"https:\\\/\\\/redanalysis.org\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/redanalysis.org\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/redanalysis.org\\\/wp-content\\\/uploads\\\/2017\\\/03\\\/logo-Sans-fond-interior-white-thick-circle-3-1-250.png\",\"contentUrl\":\"https:\\\/\\\/redanalysis.org\\\/wp-content\\\/uploads\\\/2017\\\/03\\\/logo-Sans-fond-interior-white-thick-circle-3-1-250.png\",\"width\":250,\"height\":250,\"caption\":\"The Red Team Analysis Society\"},\"image\":{\"@id\":\"https:\\\/\\\/redanalysis.org\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/pages\\\/Red-Team-Analysis\\\/341280995886057\",\"https:\\\/\\\/x.com\\\/HLavoix\",\"https:\\\/\\\/www.instagram.com\\\/helenelavoix\\\/\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/5403964\\\/admin\\\/dashboard\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/redanalysis.org\\\/#\\\/schema\\\/person\\\/6886ef37ab2b2804bc70995f4ba653d4\",\"name\":\"Dr Helene Lavoix (MSc PhD Lond)\",\"description\":\"Dr Helene Lavoix is President and Founder of The Red Team Analysis Society. She holds a PhD in political studies and a MSc in international politics of Asia (distinction) from the School of Oriental and African Studies (SOAS), University of London, as well as a Master in finance (valedictorian, Grande \u00c9cole, France). An expert in strategic foresight and early warning, especially for national and international security issues, she combines 30 years of experience in international relations and almost 20 years in strategic foresight and warning. Dr. Lavoix has lived and worked in five countries, conducted missions in 16 others, and trained high-level officers around the world, for example in Singapore and as part of European programs in Tunisia and Jordan. She has been a lecturer (Master level) and taught the methodology and practice of strategic foresight and early warning in prestigious institutions such as the RSIS in Singapore, SciencesPo-PSIA in France, the Ecole Sup\u00e9rieure des Forces de S\u00e9curit\u00e9 Int\u00e9rieure in Tunisia and the ENA Tunis, Institute of Leadership. She regularly publishes on geopolitical issues, supply and uranium security, artificial intelligence, the international order, China\u2019s rise and other international security topics. Committed to the continuous improvement of foresight and warning methodologies, Dr. Lavoix combines academic expertise and field experience to anticipate the global challenges of tomorrow.\",\"sameAs\":[\"https:\\\/\\\/redanalysis.org\",\"https:\\\/\\\/x.com\\\/HLavoix\"],\"url\":\"https:\\\/\\\/redanalysis.org\\\/fr\\\/author\\\/helenelavoix-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"L'Allemagne consacre 3 milliards d'euros \u00e0 l'intelligence artificielle - Signal \u2022 The Red Team Analysis Society","description":"Cet article fournit une premi\u00e8re \u00e9valuation du financement allemand de 3 milliards d'euros pour l'intelligence artificielle dans la course au pouvoir mondiale de l'IA.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/redanalysis.org\/fr\/2018\/11\/16\/evaluation-dun-signal-de-renseignement-artificiel-de-3-milliards-deuros-pour-lallemagne\/","og_locale":"fr_FR","og_type":"article","og_title":"Assessment of Germany 3 billion euros for Artificial Intelligence - Signal &#8226; The Red Team Analysis Society","og_description":"This article provides a first assessment of the German 3 billion euros funding for artificial intelligence in the global AI power-race.","og_url":"https:\/\/redanalysis.org\/fr\/2018\/11\/16\/evaluation-dun-signal-de-renseignement-artificiel-de-3-milliards-deuros-pour-lallemagne\/","og_site_name":"The Red Team Analysis Society","article_publisher":"https:\/\/www.facebook.com\/pages\/Red-Team-Analysis\/341280995886057","article_published_time":"2018-11-16T12:28:51+00:00","article_modified_time":"2019-06-25T18:59:01+00:00","og_image":[{"width":1038,"height":676,"url":"https:\/\/redanalysis.org\/wp-content\/uploads\/2018\/11\/germany-AI1038.jpg","type":"image\/jpeg"}],"author":"Dr Helene Lavoix (MSc PhD Lond)","twitter_card":"summary_large_image","twitter_creator":"@HLavoix","twitter_site":"@HLavoix","twitter_misc":{"\u00c9crit par":"Dr Helene Lavoix (MSc PhD Lond)","Dur\u00e9e de lecture estim\u00e9e":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/redanalysis.org\/2018\/11\/16\/assessment-of-germany-3-billion-euros-for-artificial-intelligence-signal\/#article","isPartOf":{"@id":"https:\/\/redanalysis.org\/2018\/11\/16\/assessment-of-germany-3-billion-euros-for-artificial-intelligence-signal\/"},"author":{"name":"Dr Helene Lavoix (MSc PhD Lond)","@id":"https:\/\/redanalysis.org\/#\/schema\/person\/6886ef37ab2b2804bc70995f4ba653d4"},"headline":"Assessment of Germany 3 billion euros for Artificial Intelligence &#8211; Signal","datePublished":"2018-11-16T12:28:51+00:00","dateModified":"2019-06-25T18:59:01+00:00","mainEntityOfPage":{"@id":"https:\/\/redanalysis.org\/2018\/11\/16\/assessment-of-germany-3-billion-euros-for-artificial-intelligence-signal\/"},"wordCount":1033,"commentCount":0,"publisher":{"@id":"https:\/\/redanalysis.org\/#organization"},"image":{"@id":"https:\/\/redanalysis.org\/2018\/11\/16\/assessment-of-germany-3-billion-euros-for-artificial-intelligence-signal\/#primaryimage"},"thumbnailUrl":"https:\/\/redanalysis.org\/wp-content\/uploads\/2018\/11\/germany-AI1038.jpg","keywords":["AI","featured","Open Access","Signal"],"articleSection":["Artificial Intelligence - Foreseeing the Future AI-powered World","Europe","Horizon Scanning Board"],"inLanguage":"fr-FR","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/redanalysis.org\/2018\/11\/16\/assessment-of-germany-3-billion-euros-for-artificial-intelligence-signal\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/redanalysis.org\/2018\/11\/16\/assessment-of-germany-3-billion-euros-for-artificial-intelligence-signal\/","url":"https:\/\/redanalysis.org\/2018\/11\/16\/assessment-of-germany-3-billion-euros-for-artificial-intelligence-signal\/","name":"L'Allemagne consacre 3 milliards d'euros \u00e0 l'intelligence artificielle - Signal \u2022 The Red Team Analysis Society","isPartOf":{"@id":"https:\/\/redanalysis.org\/#website"},"primaryImageOfPage":{"@id":"https:\/\/redanalysis.org\/2018\/11\/16\/assessment-of-germany-3-billion-euros-for-artificial-intelligence-signal\/#primaryimage"},"image":{"@id":"https:\/\/redanalysis.org\/2018\/11\/16\/assessment-of-germany-3-billion-euros-for-artificial-intelligence-signal\/#primaryimage"},"thumbnailUrl":"https:\/\/redanalysis.org\/wp-content\/uploads\/2018\/11\/germany-AI1038.jpg","datePublished":"2018-11-16T12:28:51+00:00","dateModified":"2019-06-25T18:59:01+00:00","description":"Cet article fournit une premi\u00e8re \u00e9valuation du financement allemand de 3 milliards d'euros pour l'intelligence artificielle dans la course au pouvoir mondiale de l'IA.","inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/redanalysis.org\/2018\/11\/16\/assessment-of-germany-3-billion-euros-for-artificial-intelligence-signal\/"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/redanalysis.org\/2018\/11\/16\/assessment-of-germany-3-billion-euros-for-artificial-intelligence-signal\/#primaryimage","url":"https:\/\/redanalysis.org\/wp-content\/uploads\/2018\/11\/germany-AI1038.jpg","contentUrl":"https:\/\/redanalysis.org\/wp-content\/uploads\/2018\/11\/germany-AI1038.jpg","width":1038,"height":676},{"@type":"WebSite","@id":"https:\/\/redanalysis.org\/#website","url":"https:\/\/redanalysis.org\/","name":"The Red Team Analysis Society","description":"Prospective strat\u00e9gique et alerte pr\u00e9coce \uff65 Risques politiques et g\u00e9opolitiques \u00b7 Sc\u00e9narios","publisher":{"@id":"https:\/\/redanalysis.org\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/redanalysis.org\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Organization","@id":"https:\/\/redanalysis.org\/#organization","name":"The Red Team Analysis Society","url":"https:\/\/redanalysis.org\/","logo":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/redanalysis.org\/#\/schema\/logo\/image\/","url":"https:\/\/redanalysis.org\/wp-content\/uploads\/2017\/03\/logo-Sans-fond-interior-white-thick-circle-3-1-250.png","contentUrl":"https:\/\/redanalysis.org\/wp-content\/uploads\/2017\/03\/logo-Sans-fond-interior-white-thick-circle-3-1-250.png","width":250,"height":250,"caption":"The Red Team Analysis Society"},"image":{"@id":"https:\/\/redanalysis.org\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/pages\/Red-Team-Analysis\/341280995886057","https:\/\/x.com\/HLavoix","https:\/\/www.instagram.com\/helenelavoix\/","https:\/\/www.linkedin.com\/company\/5403964\/admin\/dashboard\/"]},{"@type":"Person","@id":"https:\/\/redanalysis.org\/#\/schema\/person\/6886ef37ab2b2804bc70995f4ba653d4","name":"Dr Helene Lavoix (MSc PhD Lond)","description":"est pr\u00e9sidente et fondatrice de The Red Team Analysis Society. Elle est titulaire d'un doctorat en \u00e9tudes politiques et d'une ma\u00eetrise en politique internationale de l'Asie (avec distinction) de la School of Oriental and African Studies (SOAS), Universit\u00e9 de Londres, ainsi que d'une ma\u00eetrise en finance (major de promotion, Grande \u00c9cole, France).\r\n\r\nExperte en prospective strat\u00e9gique et en alerte pr\u00e9coce, notamment pour les questions de s\u00e9curit\u00e9 nationale et internationale, elle combine 30 ans d'exp\u00e9rience en relations internationales et pr\u00e8s de 20 ans en prospective strat\u00e9gique et en alerte. Elle a v\u00e9cu et travaill\u00e9 dans cinq pays, effectu\u00e9 des missions dans 16 autres et form\u00e9 des officiers de haut niveau dans le monde entier, par exemple \u00e0 Singapour et dans le cadre de programmes europ\u00e9ens en Tunisie et en Jordanie.\r\n\r\nElle a \u00e9t\u00e9 charg\u00e9e de cours (niveau Master) et a enseign\u00e9 la m\u00e9thodologie et la pratique de la prospective strat\u00e9gique et de l'alerte pr\u00e9coce dans des institutions prestigieuses telles que le RSIS \u00e0 Singapour, SciencesPo-PSIA, ou l'Ecole Sup\u00e9rieure des Forces de S\u00e9curit\u00e9 Int\u00e9rieure en Tunisie et l'ENA Tunis, Institute of Leadership.\r\nElle publie r\u00e9guli\u00e8rement sur les questions g\u00e9opolitiques, la s\u00e9curit\u00e9 des approvisionnements et de l'uranium, l'intelligence artificielle, l'ordre international, la mont\u00e9e en puissance de la Chine et d'autres sujets li\u00e9s \u00e0 la s\u00e9curit\u00e9 internationale.\r\n\r\nEngag\u00e9e dans l'am\u00e9lioration continue des m\u00e9thodologies de prospective et d'alerte, Mme Lavoix combine expertise acad\u00e9mique et exp\u00e9rience de terrain pour anticiper les d\u00e9fis mondiaux de demain.","sameAs":["https:\/\/redanalysis.org","https:\/\/x.com\/HLavoix"],"url":"https:\/\/redanalysis.org\/fr\/author\/helenelavoix-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2\/"}]}},"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/redanalysis.org\/wp-content\/uploads\/2018\/11\/germany-AI1038.jpg","_links":{"self":[{"href":"https:\/\/redanalysis.org\/fr\/wp-json\/wp\/v2\/posts\/19769","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/redanalysis.org\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/redanalysis.org\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/redanalysis.org\/fr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/redanalysis.org\/fr\/wp-json\/wp\/v2\/comments?post=19769"}],"version-history":[{"count":0,"href":"https:\/\/redanalysis.org\/fr\/wp-json\/wp\/v2\/posts\/19769\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/redanalysis.org\/fr\/wp-json\/wp\/v2\/media\/19773"}],"wp:attachment":[{"href":"https:\/\/redanalysis.org\/fr\/wp-json\/wp\/v2\/media?parent=19769"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/redanalysis.org\/fr\/wp-json\/wp\/v2\/categories?post=19769"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/redanalysis.org\/fr\/wp-json\/wp\/v2\/tags?post=19769"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}